{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "foundry_blueprint_gap", "name": "Foundry mined blueprint gap alignment: TemporalDynamics/verifiable-memory-mcp", "shortDescription": {"text": "Foundry mined blueprint gap alignment: TemporalDynamics/verifiable-memory-mcp"}, "fullDescription": {"text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: TemporalDynamics/verifiable-memory-mcp#2\nRepo: TemporalDynamics/verifiable-memory-mcp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 42\nNo"}, "properties": {"scanner": "foundry_dataset", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "foundry_test_ci_gap", "name": "Foundry mined test ci gap after feedback: TemporalDynamics/verifiable-memory-mcp", "shortDescription": {"text": "Foundry mined test ci gap after feedback: TemporalDynamics/verifiable-memory-mcp"}, "fullDescription": {"text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: TemporalDynamics/verifiable-memory-mcp#2\nRepo: TemporalDynamics/verifiable-memory-mcp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 42\nNode types: {'link_quality"}, "properties": {"scanner": "foundry_dataset", "category": "testing", "severity": "high", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6091a0cff95944cc", "name": "Insecure pattern 'node_child_process' in demo/common.mjs:1", "shortDescription": {"text": "Insecure pattern 'node_child_process' in demo/common.mjs:1"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-435c2a7bb5a553ca", "name": "Insecure pattern 'node_child_process' in verifier/acceptance.mjs:15", "shortDescription": {"text": "Insecure pattern 'node_child_process' in verifier/acceptance.mjs:15"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d16f18a3a508e05", "name": "Insecure pattern 'direct_innerhtml_assignment' in verifier/index.html:464", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in verifier/index.html:464"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-df992cdff2d3a822", "name": "Insecure pattern 'node_child_process' in verifier/guard.mjs:20", "shortDescription": {"text": "Insecure pattern 'node_child_process' in verifier/guard.mjs:20"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "2 tests / 20 src (ratio 0.10)."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 66 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/20957"}, "properties": {"repository": "TemporalDynamics/verifiable-memory-mcp", "repoUrl": "https://github.com/TemporalDynamics/verifiable-memory-mcp", "branch": "main"}, "results": [{"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: TemporalDynamics/verifiable-memory-mcp"}, "properties": {"repobilityId": 345428, "scanner": "foundry_dataset", "fingerprint": "03801841a92681000fc09f0dc18633694a398798692d736738e811a5469c807e", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"test_or_ci": 2, "test_ci_gap": 1, "ui_or_frontend": 1, "dependency_or_build": 3, "partial blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 5, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "comment_chain_touches_file": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "TemporalDynamics/verifiable-memory-mcp#2", "issue_number": "2", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-2cdd36d4292d9aa1", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 8, "ui_or_frontend": 4, "dependency_or_build": 8}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: TemporalDynamics/verifiable-memory-mcp#2\nRepo: TemporalDynamics/verifiable-memory-mcp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 42\nNode types: {'link_quality': 6, 'pr_file': 5, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_touches_file': 5, 'comment_chain_touches_file': 5, 'issue_chain_touches_file': 5, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'test_or_ci': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_or_frontend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/TemporalDynamics/verifiable-memory-mcp", "source_id": "graph-query-motif_query-820374f95b4f4010", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_blueprint_gap", "level": "warning", "message": {"text": "Foundry mined blueprint gap alignment: TemporalDynamics/verifiable-memory-mcp"}, "properties": {"repobilityId": 345427, "scanner": "foundry_dataset", "fingerprint": "5647c0810535080aeca0cb0947ce81d8b953da9e6a42e3bcf93cd3c2ad48cc9a", "category": "tech_debt", "severity": "medium", "confidence": 0.7, "triageState": "open", "verdict": "needs_review", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Human feedback aligned with blueprint or architecture gaps", "intent": "Curriculum-gap examples connecting issue threads to helicopter-view gaps.", "labels": {"bug_fix": 1, "docs_or_claims": 1, "source_or_other": 6, "ui_workflow_gap": 1, "partial blueprint fit": 3, "verification_or_tests": 2, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "blueprint_gap_alignment", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "mixed", "query_id": "blueprint_gap_alignment", "severity": "medium", "ci_labels": {}, "synthetic": false, "edge_count": 47, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 7, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 7, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "comment_chain_touches_file": 7, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 28, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 7, "alignment": 3, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "TemporalDynamics/verifiable-memory-mcp#1", "issue_number": "1", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "training_usage": "curriculum_gap", "source_motif_id": "graph-pattern-motif-thread-a02eebd73105ae91", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"docs_or_claims": 4, "source_or_other": 24}}, "text": "Graph query export: Human feedback aligned with blueprint or architecture gaps\nQuery id: blueprint_gap_alignment\nQuery type: motif_query\nIntent: Curriculum-gap examples connecting issue threads to helicopter-view gaps.\nMotif: blueprint_gap_alignment\nTraining usage: curriculum_gap\nGraph gold label: supported_by_verification_signal\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#1\nEvidence:\nGraph motif: Human feedback aligns with blueprint or architecture gaps\nMotif id: blueprint_gap_alignment\nPolarity: mixed\nTraining usage: curriculum_gap\nSeverity: medium\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#1\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: TemporalDynamics/verifiable-memory-mcp#1\nRepo: TemporalDynamics/verifiable-memory-mcp\nIssue/PR number: 1\nGraph consistency label: supported_by_verification_signal\nNodes: 28\nEdges: 47\nNode types: {'pr_file': 7, 'link_quality': 6, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'thread_touches_file': 7, 'comment_chain_touches_file': 7, 'issue_chain_touches_file': 7, 'chain_has_link_quality': 6, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1, 'issue_chain_has_fix_outcome': 1}\nLabels: {'source_or_other': 6, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'ui_workflow_gap': 1, 'docs_or_claims': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'bug_fix': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {}\nCurriculum targets:\n- Use helicopter-view architecture/schema/design evidence beside issue threads.\n- Teach models to compare requested product class against implementation layers.\nAssumption checks:\n- Which blueprint layer is absent: frontend, API, data, auth, tests, or deployment?\n- Does human feedback confirm the same architectural gap?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/TemporalDynamics/verifiable-memory-mcp", "source_id": "graph-query-motif_query-10d7968fed1b051b", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/blueprint_gap_alignment/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "source_dataset": "graph_queries/blueprint_gap_alignment", "training_usage": "curriculum_gap"}}}, {"ruleId": "foundry_test_ci_gap", "level": "error", "message": {"text": "Foundry mined test ci gap after feedback: TemporalDynamics/verifiable-memory-mcp"}, "properties": {"repobilityId": 336773, "scanner": "foundry_dataset", "fingerprint": "f5faaf18c0d36b0dd10a918792f9c7f201e702310419cf1b3131643456f182da", "category": "testing", "severity": "high", "confidence": 0.78, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Imported from mined Foundry/Fable5 evidence with real GitHub/source provenance. Review source_id before acting.", "evidence": {"meta": {"kind": "graph_query_record", "title": "Feedback exposes missing tests or CI", "intent": "Hard negatives for feedback/fix chains without adequate guardrails.", "labels": {"test_or_ci": 2, "test_ci_gap": 1, "ui_or_frontend": 1, "dependency_or_build": 3, "partial blueprint fit": 3, "verification_or_tests": 2, "ci_pending_or_incomplete": 1, "issue_or_pull_request_thread": 1, "blueprint_human_gap_alignment": 3, "thread_has_human_issue_and_fix_context": 2, "claimed_resolved_with_verification_signal": 3, "human_reported_issue_then_verified_fix_attempt": 1}, "source": "graph_query_export", "motif_id": "test_ci_gap_after_feedback", "outcomes": {"claimed_resolved_with_verification_signal": 6}, "polarity": "bad", "query_id": "test_ci_gap_after_feedback", "severity": "high", "ci_labels": {"ci_pending_or_incomplete": 2}, "synthetic": false, "edge_count": 42, "edge_types": {"repo_has_thread": 1, "comment_has_chain": 1, "thread_has_comment": 1, "thread_touches_file": 5, "comment_chain_has_ci": 1, "alignment_uses_comment": 3, "alignment_uses_finding": 3, "chain_has_link_quality": 6, "comment_aligns_finding": 3, "thread_has_fix_outcome": 1, "thread_has_issue_chain": 1, "issue_chain_touches_file": 5, "thread_has_comment_chain": 1, "comment_chain_links_commit": 3, "comment_chain_touches_file": 5, "issue_chain_has_fix_outcome": 1, "issue_chain_has_comment_chain": 1}, "node_count": 27, "node_types": {"repo": 1, "commit": 3, "thread": 1, "comment": 1, "pr_file": 5, "alignment": 3, "ci_summary": 1, "fix_outcome": 1, "issue_chain": 1, "link_quality": 6, "comment_chain": 1, "blueprint_finding": 3}, "query_type": "motif_query", "thread_key": "TemporalDynamics/verifiable-memory-mcp#2", "issue_number": "2", "quality_tiers": {"assumption_check": 3, "weak_supervision": 3}, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "training_usage": "hard_negative", "source_motif_id": "graph-pattern-motif-thread-6f66543a52e8d407", "graph_gold_label": "supported_by_verification_signal", "changed_file_labels": {"test_or_ci": 8, "ui_or_frontend": 4, "dependency_or_build": 8}}, "text": "Graph query export: Feedback exposes missing tests or CI\nQuery id: test_ci_gap_after_feedback\nQuery type: motif_query\nIntent: Hard negatives for feedback/fix chains without adequate guardrails.\nMotif: test_ci_gap_after_feedback\nTraining usage: hard_negative\nGraph gold label: supported_by_verification_signal\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nEvidence:\nGraph motif: Feedback or fix context exposes missing test/CI guardrails\nMotif id: test_ci_gap_after_feedback\nPolarity: bad\nTraining usage: hard_negative\nSeverity: high\nRepo: TemporalDynamics/verifiable-memory-mcp\nThread: TemporalDynamics/verifiable-memory-mcp#2\nGraph gold label: supported_by_verification_signal\nThread graph evidence:\nGitHub issue/PR evidence subgraph\nThread: TemporalDynamics/verifiable-memory-mcp#2\nRepo: TemporalDynamics/verifiable-memory-mcp\nIssue/PR number: 2\nGraph consistency label: supported_by_verification_signal\nNodes: 27\nEdges: 42\nNode types: {'link_quality': 6, 'pr_file': 5, 'commit': 3, 'alignment': 3, 'blueprint_finding': 3, 'thread': 1, 'repo': 1, 'comment': 1, 'comment_chain': 1, 'ci_summary': 1, 'issue_chain': 1, 'fix_outcome': 1}\nEdge types: {'chain_has_link_quality': 6, 'thread_touches_file': 5, 'comment_chain_touches_file': 5, 'issue_chain_touches_file': 5, 'comment_chain_links_commit': 3, 'alignment_uses_comment': 3, 'alignment_uses_finding': 3, 'comment_aligns_finding': 3, 'repo_has_thread': 1, 'thread_has_comment': 1, 'thread_has_comment_chain': 1, 'comment_has_chain': 1, 'comment_chain_has_ci': 1, 'thread_has_issue_chain': 1, 'issue_chain_has_comment_chain': 1, 'thread_has_fix_outcome': 1}\nLabels: {'dependency_or_build': 3, 'claimed_resolved_with_verification_signal': 3, 'blueprint_human_gap_alignment': 3, 'partial blueprint fit': 3, 'test_or_ci': 2, 'verification_or_tests': 2, 'thread_has_human_issue_and_fix_context': 2, 'issue_or_pull_request_thread': 1, 'test_ci_gap': 1, 'ui_or_frontend': 1, 'human_reported_issue_then_verified_fix_attempt': 1, 'ci_pending_or_incomplete': 1}\nOutcomes: {'claimed_resolved_with_verification_signal': 6}\nQuality tiers: {'weak_supervision': 3, 'assumption_check': 3}\nCI labels: {'ci_pending_or_incomplete': 2}\nCurriculum targets:\n- Turn human feedback into regression tests and CI gates.\n- Penalize fixes that do not add or exercise verification for affected workflows.\nAssumption checks:\n- Did the fix add tests for the exact complaint?\n- Does CI run those tests, or is verification only implied?", "source": "foundry_mined_dataset", "repo_url": "https://github.com/TemporalDynamics/verifiable-memory-mcp", "source_id": "graph-query-motif_query-f2ef6ef6a35973b6", "synthetic": false, "gold_label": "", "graph_label": "", "source_path": "/data/distillate/foundry_data/graph_queries/test_ci_gap_after_feedback/shard-0.jsonl", "bundle_label": "", "priority_band": "", "priority_score": 0, "repo_full_name": "TemporalDynamics/verifiable-memory-mcp", "source_dataset": "graph_queries/test_ci_gap_after_feedback", "training_usage": "hard_negative"}}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6091a0cff95944cc", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in demo/common.mjs:1"}, "properties": {"repobilityId": "865abc79a939ae4b", "scanner": "scanner-primary", "fingerprint": "6091a0cff95944cc", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "demo/common.mjs"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-435c2a7bb5a553ca", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in verifier/acceptance.mjs:15"}, "properties": {"repobilityId": "d9772da4326bdbd6", "scanner": "scanner-primary", "fingerprint": "435c2a7bb5a553ca", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "verifier/acceptance.mjs"}, "region": {"startLine": 15}}}]}, {"ruleId": "scanner-2d16f18a3a508e05", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in verifier/index.html:464"}, "properties": {"repobilityId": "566befe3176930fe", "scanner": "scanner-primary", "fingerprint": "2d16f18a3a508e05", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "verifier/index.html"}, "region": {"startLine": 464}}}]}, {"ruleId": "scanner-df992cdff2d3a822", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in verifier/guard.mjs:20"}, "properties": {"repobilityId": "9e9a36e63b8b2275", "scanner": "scanner-primary", "fingerprint": "df992cdff2d3a822", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "verifier/guard.mjs"}, "region": {"startLine": 20}}}]}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": 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